Results across three settings: Pure SSM at 2.8B, head-to-head with Mamba-2, Gated DeltaNet and Gated Linear Attention • Best average on LM Eval Harness across SSM baselines • Strongest SSM on recall…

Introducing Priming Hybrid models are faster and cheaper than Transformers to scale. But developing alternative architectures from scratch requires expensive pre-training runs. Priming solves this by…